| PAC-Bayesian Treatment Allocation Under Budget Constraints | Dec 18, 2022 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Inductive Matrix Completion in Low-noise Settings | Dec 16, 2022 | Generalization BoundsMatrix Completion | —Unverified | 0 |
| Non-IID Transfer Learning on Graphs | Dec 15, 2022 | Generalization BoundsGRAPH DOMAIN ADAPTATION | CodeCode Available | 1 |
| On Generalization and Regularization via Wasserstein Distributionally Robust Optimization | Dec 12, 2022 | Generalization Bounds | —Unverified | 0 |
| Hedging Complexity in Generalization via a Parametric Distributionally Robust Optimization Framework | Dec 3, 2022 | Generalization BoundsManagement | —Unverified | 0 |
| PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization | Nov 24, 2022 | Deep LearningGeneralization Bounds | CodeCode Available | 1 |
| Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States | Nov 19, 2022 | Generalization Bounds | —Unverified | 0 |
| A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction | Nov 12, 2022 | Generalization BoundsImputation | —Unverified | 0 |
| Instance-Dependent Generalization Bounds via Optimal Transport | Nov 2, 2022 | Generalization BoundsInductive Bias | —Unverified | 0 |
| PAC-Bayesian Offline Contextual Bandits With Guarantees | Oct 24, 2022 | Generalization BoundsMulti-Armed Bandits | —Unverified | 0 |
